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Forecasting Individual NetFlows using a Predictive Masked Graph Autoencoder

Anyfantis, Georgios et al.
arXiv (All) · Papers
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machine-learningnetworking-and-internet-architecture
In this paper, we propose a proof-of-concept Graph Neural Network model that can successfully predict network flow-level traffic (NetFlow) by accurately modelling the graph structure and the connection features. We use sliding-windows to split the network traffic in equal-sized heterogeneous bidirec
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